Question Answering on MetaQA 3-hop (Average Edge Budget)
2.1Average Edge BudgetAutoGen
Evaluation Results
| Method | Links | |
|---|---|---|
| AutoGenFamily=Agent-based (Qwen3-32B)2025.09 | 2.1 | |
| Graph-of-ThoughtsFamily=Agent-based (Qwen3-32B)2025.09 | 1.85 | |
| KG-AgentFamily=Agent-based (Qwen3-32B)2025.09 | 1.58 | |
| GraphRAGFamily=RAG-based (Qwen3-32B)2025.09 | 1.55 | |
| ReActFamily=Agent-based (Qwen3-32B)2025.09 | 1.35 | |
| Hybrid RAGFamily=RAG-based (Qwen3-32B)2025.09 | 1.2 | |
| Vanilla RAGFamily=RAG-based (Qwen3-32B)2025.09 | 1 | |
| CLAUSEFamily=Ours2025.09 | 0.9 | |
| LightRAGFamily=RAG-based (Qwen3-32B)2025.09 | 0.82 |